infrastructure scaling jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, infrastructure scaling appears in 4 job postings indexed by Skillenai over the past 90 days — most often required for Applied ML Director roles.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about infrastructure scaling
+Is infrastructure scaling in demand in 2026?
Yes. infrastructure scaling appears in 4 job postings indexed by Skillenai over the 90 days ending 2026-08-27. It is most often required for Applied ML Director roles (25% of Applied ML Director postings list it).
+What jobs require infrastructure scaling?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require infrastructure scaling are Applied ML Director (25% of postings list infrastructure scaling), Product Manager (25% of postings list infrastructure scaling), Security Engineer (25% of postings list infrastructure scaling).
+What skills are commonly paired with infrastructure scaling?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), infrastructure scaling most often appears alongside Team leadership, infrastructure-as-code (IaC), agentic AI, Retrospectives, CI/CD.
+Where is infrastructure scaling most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring infrastructure scaling are Foster City, New York City, San Francisco, Waltham, according to the Skillenai jobs index.
+How can I keep up with new infrastructure scaling content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning infrastructure scaling alongside the jobs index. You can subscribe to a daily email digest of new infrastructure scaling content from your Skillenai account.
Weekly job postings requiring infrastructure scaling — last 90 days
Job titles most likely to require infrastructure scaling
| Role | Postings mentioning | % requiring |
|---|---|---|
| Applied ML Director | 1 | 25.0% |
| Product Manager | 1 | 25.0% |
| Security Engineer | 1 | 25.0% |
| Technical Program Manager | 1 | 25.0% |
Top metros hiring for infrastructure scaling
| Name | Postings | Share |
|---|---|---|
| Foster City | 1 | 25.0% |
| New York City | 1 | 25.0% |
| San Francisco | 1 | 25.0% |
| Waltham | 1 | 25.0% |
Skills commonly paired with infrastructure scaling
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-27. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 1e74ebed5fb8bab8
- data_as_of
- 2026-08-27
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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